Collections / Single-cell and spatial transcriptomics characterisation of the immunological landscape in the healthy and PSC human liver

Single-cell and spatial transcriptomics characterisation of the immunological landscape in the healthy and PSC human liver

Primary sclerosing cholangitis (PSC) is a rare liver disease characterized by chronic inflammation and irreparable damage to the bile ducts. Due to a limited understanding of the underlying pathogenesis of disease, there remains a paucity of treatment options. As such, we sequenced healthy and diseased livers to compare the activity, interactions, and localization of immune and non-immune cells. This revealed that outside PSC scar regions, hepatocytes are transitioning to bile duct cells, whereas within the scars, there is an accumulation of immune cells. Of these cells, macrophages that typically contribute to tissue repair were enriched in immunoregulatory genes and were less responsive to stimulation. These cells are likely involved in maintaining hepatic inflammation and could be targeted in novel therapeutic development.

Datasets4
Size~143 MB
AssayVisium
Samplehuman · liver
KindOther
PMID:38199298 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse240429")
coll.ordered_artifacts.df()                 # the 4 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]

# …or load each straight into memory as a SpatialData object:
sdatas = {a.key: sd.read_zarr(a.cache()) for a in coll.ordered_artifacts.all()}
Open in Vitessce
Visium
Human liver
GSM7697870
human liver 44 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Size44 MB
Obs4,992
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM7697871
human liver 33 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Size33 MB
Obs4,992
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM7697868
human liver 36 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Size36 MB
Obs4,992
bronze H&E Open in Vitessce
Visium
Human liver
GSM7697869
human liver 30 MB 4,992 obs bronze
TechnologyVisium
Organismhuman
Tissueliver
Size30 MB
Obs4,992
bronze

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